Characterizing and Predicting Wildfire Evacuation Behavior: A Dual-Stage ML Approach

Researchers used machine learning techniques to analyze wildfire evacuation behavior patterns from survey data across California, Colorado, and Oregon. The study found that transportation mode during evacuations can be reliably predicted from household characteristics, while evacuation timing remains difficult to predict due to dynamic fire conditions.